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SOLVING THE LAB DATA
AUTOMATION CHALLENGE

SIMPLIFY LAB DATA MANAGEMENT
Acquire, Standardize and Drive Insights

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Data Integrity

Implement ALCOA+ principles by ensuring data consistency and completeness.Capture metadata, standardize and make your data reusable, interoperable, and enduring.

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Data Orchestration

Capture and manage the entire data flow of multistage experiments, allowing you to simplify data capture and analysis.

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Enterprise Integration

Combine the lab data stream into your enterprise architecture with our open and modular framework.

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Data Centralization

Get instrument data off instruments and into a centralized cloud location. Provision instrument data to ELN/LIMS and define data retention policies for long-term archiving.

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Metadata Enrichment

Contextualize your instrument data with important metadata, whether they are encoded in file names or contained in other repositories (sample management, ELN, LIMS,...)

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Data Standardization

Translate instrument specific formats into universal ones, helping you to implement FAIR data principles, support data mining/ modeling, and simplify long-term data retention.

View Instrument Parsers >

DISCOVER HOW LDAS BENEFITS YOUR LAB

Manufacturing QA/QC
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Development
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Research
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Standardize and integrate diverse instrument data with ALOCA+ principles

Lack of proper platform to connect multiple instruments using different protocols results in increased manual workload, a large volume of paper/digital files and the risk of errors. This leads to difficulty in adhering to regulatory guidelines or perform predictive analysis to identify potential quality issues or failures.

How LDAS Benefits your Lab
0000_rdr_icon
Real-Time Data Retrieval

Automate data transfer from instruments supporting various communication protocols such as serial (RS232, etc.,) and OPC to fetch real-time data to ensure data integrity by implementing ALCOA+ principles.

0001_idm_icon
Informed Decision Making

Automate data extraction and analysis to accelerate decision making, efficiency and minimize the risk of manual errors through the implementation of dynamic review-by-exception approaches.

0002_acqp_icon
Assure Compliance with Quality Predictions

Leverage predictive analysis from your data in a centralized data platform to predict potential quality issues and accelerate decision making.

Centralized instrument integration to LIMS

QC teams across different geographical locations generate significant amounts of data using different instruments and manually enter it into LIMS. A challenge arises when results need to be shared with the analysis requestors, who often use separate systems. The absence of data consolidation makes downstream analyses and presents real data integrity challenge.

How LDAS Benefits your Lab
0003_cidm_icon
Centralized Instrument Data Management

Channel data from various instruments into a centralized solution, standardizing and homogenizing it to ensure simplified data analysis.

0004_sdtac_icon
Secure Data Transfer and Access Control

Establish automated data transfer processes across applications to maintain data integrity while enforcing location-based and role-based access controls to ensure data security.

0005_acati_icon
ALCOA+ Compliance and Audit Trail Implementation

Implement ALCOA+ principles within GxP validated environments and establish audit trails to monitor historical data movement.

Chromatography data automation between CDS and applications

Lab organizations run a large number of chromatography instruments where data is entered manually in both the ELN and CDS. The end results from the CDS are manually entered into the ELN/LIMS which reduces productivity and poses challenges in data integrity.

How LDAS Benefits your Lab
0025_bddi_icon
Bi-Directional Data Integration

Automate experiment/assay setups in CDS systems like Empower and Chromeleon and implement middleware to centrally manage data across all integrations to ensure foolproof data capture.

0026_fdi_icon
Faster Data Interpretation

Implement continuous instrument monitoring with automatic result acquisition and transfer data into the ELN/LIMS to expedite data interpretation.

0002_acqp_icon
Enhance Data Quality

Manage data mappings and transformations across platforms to significantly improve data quality.

Standardize and integrate diverse instrument data

Laboratories handling small molecules encounter difficulties in organizing and storing raw data in ELNs due to the complex nature of molecular structures and interactions. The diverse analytical techniques employed, such as mass spectrometry and chromatography, increase the complexity of the data. This ensures data integrity, traceability, and regulatory compliance further complicates data parsing and manual entry processes.

How LDAS Benefits your Lab
0028_sba_icon
Streamline Inter-Lab Data Integration

Efficiently connect and process data from diverse instruments across different lab sites, seamlessly acquiring, processing, and storing data with a comprehensive set of pre-built components.

0013_rmi_icon
Reduce Manual Intervention

Simplify data transfer, curation, and review processes while automating the end-to-end flow of data from instruments to ELN /LIMS with minimal manual intervention.

0024_di_icon
Ensure Data Integrity

Maintain electronic signatures and audit trails to ensure traceability and data integrity, while utilizing version-controlled storage with standardized metadata to manage large volume of data across labs.

0008_udsg_icon
Unified Data Standardization and Governance

Convert proprietary instrument data into universal formats using ontologies like Allotrope and AnIML, enriching it with metadata to enhance searchability and governance to maintain consistent interpretation and analysis with a uniform metadata vocabulary across laboratories. Enable easy retrieval of archived files through metadata.

Standardize CRDMO data and ensure secure collaboration

Importing diverse results from instruments and analysis files generated by different contract lab organizations is time-consuming, heavily relying on manual processes, potentially leading to errors. Mapping data from various instruments further delays decision-making, hindering effective utilization of instrument-generated data for informed decision-making and impacting operational efficiency. Invariably, organizations collect only critical data from the contract organization because of these challenges.

How LDAS Benefits your Lab
0017_adf_icon
Automated Data Flow

Simplify and improve data handling, ensuring seamless management from upload to storage with GxP validation.

0018_nasc_icon
Notification Alert & Secure Collaboration

Trigger alerts for CRDMO groups in case of failures or updates while securely collaborating with multiple CRDMOs, ensuring data exchange compliance.

0019_sd_icon
Standardize Data

Harmonize and standardize data across CRDMOs enabling better insights.

0020_adm_icon
Accelerate Decision-Making

Empower laboratories to accelerate their decisions, enhance operational efficiency, and maintain high standards of quality and reliability in their processes.

Chromatography data automation between CDS and applications

Lab organizations run a large number of chromatography instruments where data is entered manually in both the ELN and CDS. The end results from the CDS are manually entered into the ELN/LIMS which reduces productivity and poses challenges in data integrity.

How LDAS Benefits your Lab
0025_bddi_icon
Bi-Directional Data Integration

Automate experiment/assay setups in CDS systems like Empower and Chromeleon and implement middleware to centrally manage data across all integrations to ensure foolproof data capture.

0026_fdi_icon
Faster Data Interpretation

Implement continuous instrument monitoring with automatic result acquisition and transfer data into the ELN/LIMS to expedite data interpretation.

0002_acqp_icon
Enhance Data Quality

Manage data mappings and transformations across platforms to significantly improve data quality.

Standardize and integrate diverse instrument data

Laboratories handling small molecules encounter difficulties in organizing and storing raw data in ELNs due to the complex nature of molecular structures and interactions. The diverse analytical techniques employed, such as mass spectrometry and chromatography, increase the complexity of the data. This ensures data integrity, traceability, and regulatory compliance further complicates data parsing and manual entry processes.

How LDAS Benefits your Lab
0028_sba_icon
Streamline Inter-Lab Data Integration

Efficiently connect and process data from diverse instruments across different lab sites, seamlessly acquiring, processing, and storing data with a comprehensive set of pre-built components.

0013_rmi_icon
Reduce Manual Intervention

Simplify data transfer, curation, and review processes while automating the end-to-end flow of data from instruments to ELN /LIMS with minimal manual intervention.

0024_di_icon
Ensure Data Integrity

Maintain electronic signatures and audit trails to ensure traceability and data integrity, while utilizing version-controlled storage with standardized metadata to manage large volume of data across labs.

0008_udsg_icon
Unified Data Standardization and Governance

Convert proprietary instrument data into universal formats using ontologies like Allotrope and AnIML, enriching it with metadata to enhance searchability and governance to maintain consistent interpretation and analysis with a uniform metadata vocabulary across laboratories. Enable easy retrieval of archived files through metadata.

Orchestrate PCR data integration and analysis

Analytical labs struggle with transferring sample names from requests to specific assay plate configurations, wells, protocols, and integrating with ELN/LIMS resulting in inefficient analysis. Matching the wells back to sample name is time-consuming. Manual data entry and poor instrument integration lead to errors and hinder effective data interpretation. Retrieving data from instruments and generating processed results poses additional challenges.

How LDAS Benefits your Lab
0009_liile_icon
Lab Instrument Integration with LIMS/ELN

Implement real-time integration with instruments such as Liquid Handler, PCR and with external systems like ELN/LIMS.

0010_erpsp_icon
Enhance Result Processing with Standardized Protocols

Automate the entire processing of results by incorporating standardized lab protocols with enhanced error handling.

0011_itme_icon
Improve Traceability with Metadata Enrichment

Enhance efficiency and ensure consistency in data analysis procedures by minimizing manual intervention and enriching metadata for easy retrieval of archived files.

Orchestrate bioprocess data flow across bioreactors and instruments

In bioprocess organizations, aligning run information from bioreactors and sample information from at-line instruments such as cell analyzers with ELN/LIMS presents a significant challenge. Different departments within the laboratory employ distinct naming conventions based on various sample attributes, complicating data analysis. Transcribing and mapping this information into ELN/LIMS is tedious and time-consuming, hindering process efficiency.

How LDAS Benefits your Lab
0028_sba_icon
Streamline Integration and Standardization

Utilize our pre-built components to integrate instruments from multiple vendors and models to incorporate a flexible standardization mechanism.

0008_udsg_icon
Unified Data Standardization and Governance

Convert proprietary instrument data into universal formats using ontologies like Allotrope, and AnIML, enriching it with metadata to enhance searchability and governance to maintain consistent interpretation and analysis with uniform metadata vocabulary across laboratories.

0013_rmi_icon
Reduce Manual Intervention

Automate data flow between instruments, analysis software, and ELN/LIMS, reducing manual work to review by exception, ensuring efficiency and accuracy.

Streamline bioreactor data integration to synchronize sample information and accelerate process analysis

Bioreactors and associated instrumentation generate huge volume of data, including sample information, that needs to be transferred to productivity systems like LIMS, ELN or centralized cloud storage. Challenges arise from manual data entry, inefficient sample handling workflows, and lack of real-time monitoring. These challenges often lead to delayed decision-making and manual errors that can significantly impact schedules, standard convention, and overall efficiency.

How LDAS Benefits your Lab
0017_adf_icon
Automate Data Ingestion

Implement the integration of bioreactors and instruments like cell culture analyzer to automate the ingestion and processing of data, simplifying data management.

0009_liile_icon
Integrate Sample Information

Synchronize sample information across various bioreactors/instruments in the lab space and ELN/LIMS.

0016_aa_icon
Accelerate Analysis

Expedite process analysis and control.

Standardize CRDMO data and ensure secure collaboration

Importing diverse results from instruments and analysis files generated by different contract lab organizations is time-consuming, heavily relying on manual processes, potentially leading to errors. Mapping data from various instruments further delays decision-making, hindering effective utilization of instrument-generated data for informed decision-making and impacting operational efficiency. Invariably, organizations collect only critical data from the contract organization because of these challenges.

How LDAS Benefits your Lab
0017_adf_icon
Automated Data Flow

Simplify and improve data handling, ensuring seamless management from upload to storage with GxP validation.

0018_nasc_icon
Notification Alert & Secure Collaboration

Trigger alerts for CRDMO groups in case of failures or updates while securely collaborating with multiple CRDMOs, ensuring data exchange compliance.

0019_sd_icon
Standardize Data

Harmonize and standardize data across CRDMOs enabling better insights.

0020_adm_icon
Accelerate Decision-Making

Empower laboratories to accelerate their decisions, enhance operational efficiency, and maintain high standards of quality and reliability in their processes.

Standardize CRDMO data and ensure secure collaboration

Importing diverse results from instruments and analysis files generated by different contract lab organizations is time-consuming, heavily relying on manual processes, potentially leading to errors. Mapping data from various instruments further delays decision-making, hindering effective utilization of instrument-generated data for informed decision-making and impacting operational efficiency. Invariably, organizations collect only critical data from the contract organization because of these challenges.

How LDAS Benefits your Lab
0017_adf_icon
Automated Data Flow

Simplify and improve data handling, ensuring seamless management from upload to storage with GxP validation.

0018_nasc_icon
Notification Alert & Secure Collaboration

Trigger alerts for CRDMO groups in case of failures or updates while securely collaborating with multiple CRDMOs, ensuring data exchange compliance.

0019_sd_icon
Standardize Data

Harmonize and standardize data across CRDMOs enabling better insights.

0020_adm_icon
Accelerate Decision-Making

Empower laboratories to accelerate their decisions, enhance operational efficiency, and maintain high standards of quality and reliability in their processes.

Orchestrate flow cytometry data integration and analysis

Flow cytometry instruments generate a large volume of data, which then needs to be moved to analysis software like FlowJo. The results are manually captured in an application like an ELN. Consequently, there is poor traceability, starting with the data generated by the instrument till its documentation in the ELN. In addition, routine manual analyses are laborious and FTE-intensive consuming considerable amount of analyst time every week in managing the data across systems.

How LDAS Benefits your Lab
0009_liile_icon
Instrument Integration

Integrate with common flow cytometry instruments, analysis software and applications to enable seamless flow of data.

0028_sba_icon
Data Orchestration

Implement fully automated data acquisition, streaming, archiving, and request-to-delivery workflows to streamline lab processes.Review by exception minimizes manual workload, automates the entire process, and effectively handles error events such as failures and rerun conditions.

0023_efair_icon
Enable Data FAIRification

Transform the data to conform to a standard data model with metadata references across the entire dataset.

0024_di_icon
Data Integrity

Adhere to ALCOA+ principles for enhanced data integrity and traceability.

Chromatography data automation between CDS and applications

Lab organizations run a large number of chromatography instruments where data is entered manually in both the ELN and CDS. The end results from the CDS are manually entered into the ELN/LIMS which reduces productivity and poses challenges in data integrity.

How LDAS Benefits your Lab
0025_bddi_icon
Bi-Directional Data Integration

Automate experiment/assay setups in CDS systems like Empower and Chromeleon and implement middleware to centrally manage data across all integrations to ensure foolproof data capture.

0026_fdi_icon
Faster Data Interpretation

Implement continuous instrument monitoring with automatic result acquisition and transfer data into the ELN/LIMS to expedite data interpretation.

0002_acqp_icon
Enhance Data Quality

Manage data mappings and transformations across platforms to significantly improve data quality.

Automate data flow from NGS instruments to bioinformatics pipeline and storage

In molecular biology labs, NGS pipeline management encounters numerous challenges in processing raw sequencing data, including quality control and read alignment that are prone to errors. The substantial volume of data generated poses storage risks and potential data loss. Ensuring the quality and accuracy of sequencing data, and integrating the pipeline with downstream analysis tools have become a significant challenge.

How LDAS Benefits your Lab
0028_sba_icon
 Streamline Bioinformatics Automation

Establish automated workflows to manage bioinformatic resources, optimize day-to-day operations, monitor pipelines continuously, and employ automated alerts to prevent erroneous test results.

0029_rds_icon
Robust Data Storage

Implement scalable and distributed file storage systems with version-controlled archival storage to manage large volumes of sequencing data for backup and retrieval efficiently, eliminating the risk of data loss.

0030_epiia_icon
Enhance Pipeline Integration for Improved Analysis

Integrate the pipeline with downstream analysis tools to improve data interpretation and scientific discovery, while reducing processing time and enhancing result accuracy and reproducibility.

  • Strengthen Compliance and Data Integrity in QA/QC
  • Standardize and integrate diverse instrument data with ALOCA+ principles

    Lack of proper platform to connect multiple instruments using different protocols results in increased manual workload, a large volume of paper/digital files and the risk of errors. This leads to difficulty in adhering to regulatory guidelines or perform predictive analysis to identify potential quality issues or failures.

    How LDAS Benefits your Lab
    0000_rdr_icon
    Real-Time Data Retrieval

    Automate data transfer from instruments supporting various communication protocols such as serial (RS232, etc.,) and OPC to fetch real-time data to ensure data integrity by implementing ALCOA+ principles.

    0001_idm_icon
    Informed Decision Making

    Automate data extraction and analysis to accelerate decision making, efficiency and minimize the risk of manual errors through the implementation of dynamic review-by-exception approaches.

    0002_acqp_icon
    Assure Compliance with Quality Predictions

    Leverage predictive analysis from your data in a centralized data platform to predict potential quality issues and accelerate decision making.

  • Instrument Integration and Data Management for QC Labs
  • Centralized instrument integration to LIMS

    QC teams across different geographical locations generate significant amounts of data using different instruments and manually enter it into LIMS. A challenge arises when results need to be shared with the analysis requestors, who often use separate systems. The absence of data consolidation makes downstream analyses and presents real data integrity challenge.

    How LDAS Benefits your Lab
    0003_cidm_icon
    Centralized Instrument Data Management

    Channel data from various instruments into a centralized solution, standardizing and homogenizing it to ensure simplified data analysis.

    0004_sdtac_icon
    Secure Data Transfer and Access Control

    Establish automated data transfer processes across applications to maintain data integrity while enforcing location-based and role-based access controls to ensure data security.

    0005_acati_icon
    ALCOA+ Compliance and Audit Trail Implementation

    Implement ALCOA+ principles within GxP validated environments and establish audit trails to monitor historical data movement.

  • CDS-ELN/LIMS Integration
  • Chromatography data automation between CDS and applications

    Lab organizations run a large number of chromatography instruments where data is entered manually in both the ELN and CDS. The end results from the CDS are manually entered into the ELN/LIMS which reduces productivity and poses challenges in data integrity.

    How LDAS Benefits your Lab
    0025_bddi_icon
    Bi-Directional Data Integration

    Automate experiment/assay setups in CDS systems like Empower and Chromeleon and implement middleware to centrally manage data across all integrations to ensure foolproof data capture.

    0026_fdi_icon
    Faster Data Interpretation

    Implement continuous instrument monitoring with automatic result acquisition and transfer data into the ELN/LIMS to expedite data interpretation.

    0002_acqp_icon
    Enhance Data Quality

    Manage data mappings and transformations across platforms to significantly improve data quality.

  • Streamlining Instrument Integration in Small Molecule Development
  • Standardize and integrate diverse instrument data

    Laboratories handling small molecules encounter difficulties in organizing and storing raw data in ELNs due to the complex nature of molecular structures and interactions. The diverse analytical techniques employed, such as mass spectrometry and chromatography, increase the complexity of the data. This ensures data integrity, traceability, and regulatory compliance further complicates data parsing and manual entry processes.

    How LDAS Benefits your Lab
    0028_sba_icon
    Streamline Inter-Lab Data Integration

    Efficiently connect and process data from diverse instruments across different lab sites, seamlessly acquiring, processing, and storing data with a comprehensive set of pre-built components.

    0013_rmi_icon
    Reduce Manual Intervention

    Simplify data transfer, curation, and review processes while automating the end-to-end flow of data from instruments to ELN /LIMS with minimal manual intervention.

    0024_di_icon
    Ensure Data Integrity

    Maintain electronic signatures and audit trails to ensure traceability and data integrity, while utilizing version-controlled storage with standardized metadata to manage large volume of data across labs.

    0008_udsg_icon
    Unified Data Standardization and Governance

    Convert proprietary instrument data into universal formats using ontologies like Allotrope and AnIML, enriching it with metadata to enhance searchability and governance to maintain consistent interpretation and analysis with a uniform metadata vocabulary across laboratories. Enable easy retrieval of archived files through metadata.

  • CRDMO Assay Data Management and Data Standardization
  • Standardize CRDMO data and ensure secure collaboration

    Importing diverse results from instruments and analysis files generated by different contract lab organizations is time-consuming, heavily relying on manual processes, potentially leading to errors. Mapping data from various instruments further delays decision-making, hindering effective utilization of instrument-generated data for informed decision-making and impacting operational efficiency. Invariably, organizations collect only critical data from the contract organization because of these challenges.

    How LDAS Benefits your Lab
    0017_adf_icon
    Automated Data Flow

    Simplify and improve data handling, ensuring seamless management from upload to storage with GxP validation.

    0018_nasc_icon
    Notification Alert & Secure Collaboration

    Trigger alerts for CRDMO groups in case of failures or updates while securely collaborating with multiple CRDMOs, ensuring data exchange compliance.

    0019_sd_icon
    Standardize Data

    Harmonize and standardize data across CRDMOs enabling better insights.

    0020_adm_icon
    Accelerate Decision-Making

    Empower laboratories to accelerate their decisions, enhance operational efficiency, and maintain high standards of quality and reliability in their processes.

  • CDS-ELN/LIMS Integration
  • Chromatography data automation between CDS and applications

    Lab organizations run a large number of chromatography instruments where data is entered manually in both the ELN and CDS. The end results from the CDS are manually entered into the ELN/LIMS which reduces productivity and poses challenges in data integrity.

    How LDAS Benefits your Lab
    0025_bddi_icon
    Bi-Directional Data Integration

    Automate experiment/assay setups in CDS systems like Empower and Chromeleon and implement middleware to centrally manage data across all integrations to ensure foolproof data capture.

    0026_fdi_icon
    Faster Data Interpretation

    Implement continuous instrument monitoring with automatic result acquisition and transfer data into the ELN/LIMS to expedite data interpretation.

    0002_acqp_icon
    Enhance Data Quality

    Manage data mappings and transformations across platforms to significantly improve data quality.

  • Streamlining Instrument Integration in Small Molecule Development
  • Standardize and integrate diverse instrument data

    Laboratories handling small molecules encounter difficulties in organizing and storing raw data in ELNs due to the complex nature of molecular structures and interactions. The diverse analytical techniques employed, such as mass spectrometry and chromatography, increase the complexity of the data. This ensures data integrity, traceability, and regulatory compliance further complicates data parsing and manual entry processes.

    How LDAS Benefits your Lab
    0028_sba_icon
    Streamline Inter-Lab Data Integration

    Efficiently connect and process data from diverse instruments across different lab sites, seamlessly acquiring, processing, and storing data with a comprehensive set of pre-built components.

    0013_rmi_icon
    Reduce Manual Intervention

    Simplify data transfer, curation, and review processes while automating the end-to-end flow of data from instruments to ELN /LIMS with minimal manual intervention.

    0024_di_icon
    Ensure Data Integrity

    Maintain electronic signatures and audit trails to ensure traceability and data integrity, while utilizing version-controlled storage with standardized metadata to manage large volume of data across labs.

    0008_udsg_icon
    Unified Data Standardization and Governance

    Convert proprietary instrument data into universal formats using ontologies like Allotrope and AnIML, enriching it with metadata to enhance searchability and governance to maintain consistent interpretation and analysis with a uniform metadata vocabulary across laboratories. Enable easy retrieval of archived files through metadata.

  • PCR Assay Data Management
  • Orchestrate PCR data integration and analysis

    Analytical labs struggle with transferring sample names from requests to specific assay plate configurations, wells, protocols, and integrating with ELN/LIMS resulting in inefficient analysis. Matching the wells back to sample name is time-consuming. Manual data entry and poor instrument integration lead to errors and hinder effective data interpretation. Retrieving data from instruments and generating processed results poses additional challenges.

    How LDAS Benefits your Lab
    0009_liile_icon
    Lab Instrument Integration with LIMS/ELN

    Implement real-time integration with instruments such as Liquid Handler, PCR and with external systems like ELN/LIMS.

    0010_erpsp_icon
    Enhance Result Processing with Standardized Protocols

    Automate the entire processing of results by incorporating standardized lab protocols with enhanced error handling.

    0011_itme_icon
    Improve Traceability with Metadata Enrichment

    Enhance efficiency and ensure consistency in data analysis procedures by minimizing manual intervention and enriching metadata for easy retrieval of archived files.

  • Streamlining Bioprocess Development: Automating and Unifying Laboratory Processes
  • Orchestrate bioprocess data flow across bioreactors and instruments

    In bioprocess organizations, aligning run information from bioreactors and sample information from at-line instruments such as cell analyzers with ELN/LIMS presents a significant challenge. Different departments within the laboratory employ distinct naming conventions based on various sample attributes, complicating data analysis. Transcribing and mapping this information into ELN/LIMS is tedious and time-consuming, hindering process efficiency.

    How LDAS Benefits your Lab
    0028_sba_icon
    Streamline Integration and Standardization

    Utilize our pre-built components to integrate instruments from multiple vendors and models to incorporate a flexible standardization mechanism.

    0008_udsg_icon
    Unified Data Standardization and Governance

    Convert proprietary instrument data into universal formats using ontologies like Allotrope, and AnIML, enriching it with metadata to enhance searchability and governance to maintain consistent interpretation and analysis with uniform metadata vocabulary across laboratories.

    0013_rmi_icon
    Reduce Manual Intervention

    Automate data flow between instruments, analysis software, and ELN/LIMS, reducing manual work to review by exception, ensuring efficiency and accuracy.

  • Data Automation in Cell Culture Development
  • Streamline bioreactor data integration to synchronize sample information and accelerate process analysis

    Bioreactors and associated instrumentation generate huge volume of data, including sample information, that needs to be transferred to productivity systems like LIMS, ELN or centralized cloud storage. Challenges arise from manual data entry, inefficient sample handling workflows, and lack of real-time monitoring. These challenges often lead to delayed decision-making and manual errors that can significantly impact schedules, standard convention, and overall efficiency.

    How LDAS Benefits your Lab
    0017_adf_icon
    Automate Data Ingestion

    Implement the integration of bioreactors and instruments like cell culture analyzer to automate the ingestion and processing of data, simplifying data management.

    0009_liile_icon
    Integrate Sample Information

    Synchronize sample information across various bioreactors/instruments in the lab space and ELN/LIMS.

    0016_aa_icon
    Accelerate Analysis

    Expedite process analysis and control.

  • CRDMO Assay Data Management and Data Standardization
  • Standardize CRDMO data and ensure secure collaboration

    Importing diverse results from instruments and analysis files generated by different contract lab organizations is time-consuming, heavily relying on manual processes, potentially leading to errors. Mapping data from various instruments further delays decision-making, hindering effective utilization of instrument-generated data for informed decision-making and impacting operational efficiency. Invariably, organizations collect only critical data from the contract organization because of these challenges.

    How LDAS Benefits your Lab
    0017_adf_icon
    Automated Data Flow

    Simplify and improve data handling, ensuring seamless management from upload to storage with GxP validation.

    0018_nasc_icon
    Notification Alert & Secure Collaboration

    Trigger alerts for CRDMO groups in case of failures or updates while securely collaborating with multiple CRDMOs, ensuring data exchange compliance.

    0019_sd_icon
    Standardize Data

    Harmonize and standardize data across CRDMOs enabling better insights.

    0020_adm_icon
    Accelerate Decision-Making

    Empower laboratories to accelerate their decisions, enhance operational efficiency, and maintain high standards of quality and reliability in their processes.

  • CRDMO Assay Data Management and Data Standardization
  • Standardize CRDMO data and ensure secure collaboration

    Importing diverse results from instruments and analysis files generated by different contract lab organizations is time-consuming, heavily relying on manual processes, potentially leading to errors. Mapping data from various instruments further delays decision-making, hindering effective utilization of instrument-generated data for informed decision-making and impacting operational efficiency. Invariably, organizations collect only critical data from the contract organization because of these challenges.

    How LDAS Benefits your Lab
    0017_adf_icon
    Automated Data Flow

    Simplify and improve data handling, ensuring seamless management from upload to storage with GxP validation.

    0018_nasc_icon
    Notification Alert & Secure Collaboration

    Trigger alerts for CRDMO groups in case of failures or updates while securely collaborating with multiple CRDMOs, ensuring data exchange compliance.

    0019_sd_icon
    Standardize Data

    Harmonize and standardize data across CRDMOs enabling better insights.

    0020_adm_icon
    Accelerate Decision-Making

    Empower laboratories to accelerate their decisions, enhance operational efficiency, and maintain high standards of quality and reliability in their processes.

  • Flow Cytometry Data Management  
  • Orchestrate flow cytometry data integration and analysis

    Flow cytometry instruments generate a large volume of data, which then needs to be moved to analysis software like FlowJo. The results are manually captured in an application like an ELN. Consequently, there is poor traceability, starting with the data generated by the instrument till its documentation in the ELN. In addition, routine manual analyses are laborious and FTE-intensive consuming considerable amount of analyst time every week in managing the data across systems.

    How LDAS Benefits your Lab
    0009_liile_icon
    Instrument Integration

    Integrate with common flow cytometry instruments, analysis software and applications to enable seamless flow of data.

    0028_sba_icon
    Data Orchestration

    Implement fully automated data acquisition, streaming, archiving, and request-to-delivery workflows to streamline lab processes.Review by exception minimizes manual workload, automates the entire process, and effectively handles error events such as failures and rerun conditions.

    0023_efair_icon
    Enable Data FAIRification

    Transform the data to conform to a standard data model with metadata references across the entire dataset.

    0024_di_icon
    Data Integrity

    Adhere to ALCOA+ principles for enhanced data integrity and traceability.

  • CDS-ELN/LIMS Integration
  • Chromatography data automation between CDS and applications

    Lab organizations run a large number of chromatography instruments where data is entered manually in both the ELN and CDS. The end results from the CDS are manually entered into the ELN/LIMS which reduces productivity and poses challenges in data integrity.

    How LDAS Benefits your Lab
    0025_bddi_icon
    Bi-Directional Data Integration

    Automate experiment/assay setups in CDS systems like Empower and Chromeleon and implement middleware to centrally manage data across all integrations to ensure foolproof data capture.

    0026_fdi_icon
    Faster Data Interpretation

    Implement continuous instrument monitoring with automatic result acquisition and transfer data into the ELN/LIMS to expedite data interpretation.

    0002_acqp_icon
    Enhance Data Quality

    Manage data mappings and transformations across platforms to significantly improve data quality.

  • Integration in Molecular Biology Laboratories- NGS Pipeline Management
  • Automate data flow from NGS instruments to bioinformatics pipeline and storage

    In molecular biology labs, NGS pipeline management encounters numerous challenges in processing raw sequencing data, including quality control and read alignment that are prone to errors. The substantial volume of data generated poses storage risks and potential data loss. Ensuring the quality and accuracy of sequencing data, and integrating the pipeline with downstream analysis tools have become a significant challenge.

    How LDAS Benefits your Lab
    0028_sba_icon
     Streamline Bioinformatics Automation

    Establish automated workflows to manage bioinformatic resources, optimize day-to-day operations, monitor pipelines continuously, and employ automated alerts to prevent erroneous test results.

    0029_rds_icon
    Robust Data Storage

    Implement scalable and distributed file storage systems with version-controlled archival storage to manage large volumes of sequencing data for backup and retrieval efficiently, eliminating the risk of data loss.

    0030_epiia_icon
    Enhance Pipeline Integration for Improved Analysis

    Integrate the pipeline with downstream analysis tools to improve data interpretation and scientific discovery, while reducing processing time and enhancing result accuracy and reproducibility.

ON-DEMAND WEBINAR | FROM INSTRUMENTS TO INSIGHTS LAB DATA AUTOMATION @ ZIFO

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OUR CAPABILITIES

Our team of experts includes domain experts, service professionals, project managers, software developers, and cloud data architects to ensure the success of your lab data automation project. While our list of out-of-the-box instrument connectors is ever-growing, our team has the capacity and skills to build those needed for your specific project.

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We are uniquely positioned to solve your lab data automation challenges. Whether you need a turnkey solution or are looking to augment infrastructure you have already put in place, our team is ready – with a highly skilled center of excellence in India and local resources to tackle hands-on tasks in your lab.

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We have a GLOCAL (global & local) presence - meaning we engage with you in your language and time zone but leverage a global delivery support model to remain cost-effective, scalable and very reactive.

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Our lab data automation capabilities are part of the broader ecosystem of Zifo. Whether you need to help to support your lab infrastructure or devise a validation strategy for your lab data automation system, Zifo is here to help.

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We partner with many of the key players in the field of lab data automation. With our extensive experience and knowledge in the field, we can provide implementation services, supplement instrument connectors or provide consultative services to fine tune your IT strategy.